2. Currently Supported Models

Current Models

The currently supported models deal with regression and classification. This page will list them.

Regression Models Currently Supported (39):

Package	Algorithm	Working	Package
earth	bag_mars
bag_mars	rpart
rpart	bag_tree
dbarts	bart
bart	boost_tree
lightgbm	boost_tree
xgboost	boost_tree
Cubist	cubist_rules	Yes	Cubist
partykit	decision_tree
rpart	decision_tree
mgcv	gen_additive_mod
brulee	linear_reg	No see parsnip	brulee
gee	linear_reg	Yes	multilevelmod
glm	linear_reg	Yes	stats
glmer	linear_reg	No see roadmap	multilevelmod
glmnet	linear_reg	No see roadmap	glmnet
gls	linear_reg	Yes	multilevelmod
lm	linear_reg	Yes	stats
lme	linear_reg	No see roadmap	multilevelmod
lmer	linear_reg	No see roadmap	multilevelmod
stan	linear_reg	Yes	rstan
stan_glmer	linear_reg	No see roadmap	multilevelmod
earth	mars
brulee	mlp
nnet	mlp
kknn	nearest_neighbor
gee	poisson_reg	No see roadmap	multilevelmod
glm	poisson_reg	Yes	poissonreg
glmer	poisson_reg	No see roadmap	multilevelmod
glmnet	poisson_reg	No see roadmap	poissonreg
hurdle	poisson_reg	No see roadmap	poissonreg
stan	poisson_reg	No see roadmap	poissonreg
stan_glmer	poisson_reg	No see roadmap	multilevelmod
zeroinfl	poisson_reg	No see roadmap	poissonreg
randomForest	rand_forest
ranger	rand_forest
xrf	rule_fit
LiblineaR	svm_linear
kernlab	svm_linear
kernlab	svm_poly
kernlab	svm_rbf

Classification Models Currently Supported (31):

Package	Algorithm
earth	bag_mars
bag_mars	earth
discrim_flexible	dbarts
bart	MASS
discrim_linear	mda
discrim_linear	sda
discrim_linear	sparsediscrim
discrim_quad	MASS
discrim_quad	sparsediscrim
discrim_regularized	klaR
gen_additive_mod	mgcv
logistic_reg	brulee
logistic_reg	gee
logistic_reg	glm
logistic_reg	glmer
logistic_reg	glmnet
logistic_reg	LiblineaR
mars	earth
mlp	brulee
mlp	nnet
multinom_reg	brulee
multinom_reg	glmnet
multinom_reg	nnet
naive_Bayes	klaR
nearest_neighbor	kknn
rule_fit	xrf
svm_linear	kernlab
svm_linear	LiblineaR
svm_poly	kernlab
svm_rbf	kernlab
svm_rbf	liquidSVM